@seekdb/jina

Jina embedding function for SeekDB.

Jina AI provides embedding models for semantic search and related retrieval tasks. seekdb provides a JinaEmbeddingFunction wrapper (powered by LiteLLM) to generate Jina embeddings and use them with seekdb collections.

Dependencies and authentication

JinaEmbeddingFunction calls the Jina embedding API via LiteLLM. In practice, you typically need:

• A Jina API key with access to the embedding models you plan to use
• Authentication is usually provided via environment variables (by default, JINA_API_KEY). If you use a different environment variable name, set api_key_env.

Installation

npm i seekdb @seekdb/jina

Usage

import { JinaEmbeddingFunction } from "@seekdb/jina";

const ef = new JinaEmbeddingFunction({
  modelName: "jina-clip-v2",
  // apiKeyEnvVar: "JINA_API_KEY",
});

Configuration

• apiKey: API key (optional; can be provided via env var)
• apiKeyEnvVar: API key env var name (default: "JINA_API_KEY")
• modelName: model name (default: "jina-clip-v2")